bressloff_phyreve2.pdf (1.51 MB)

Spatiotemporal processing in neural networks with random synaptic background activity

Download (1.51 MB)
journal contribution
posted on 11.05.2006, 15:44 by P.C. Bressloff
We establish a formal similarity between a neural network with random synaptic background activity and a physical system in a heat bath. We then use techniques from nonequilibrium statistical physics to evaluate the average linear response of a lateral inhibitory network in a random background. We show how averaging over the background leads to nontrivial frequency-dependent modifications in network response.

History

School

  • Science

Department

  • Mathematical Sciences

Pages

1578249 bytes

Citation

BRESSLOFF, P.C., 1995. Spatiotemporal processing in neural networks with random synaptic background activity. Physical Review E, 51(5), pp. 5064–5073

Publisher

© American Physical Society

Publication date

1995

Notes

This article was published in the journal, Physical Review E [© American Physical Society]. It is also available at: http://link.aps.org/abstract/PRE/v51/p5064.

ISSN

1063-651x

Language

en

Exports

Logo branding

Keywords

Exports